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Michael C. Knaus
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Machine Learning Estimation of Heterogeneous Causal Effects: Empirical Monte Carlo Evidence
MC Knaus, M Lechner, A Strittmatter
The Econometrics Journal 24 (1), 134-161, 2021
1812021
Heterogeneous Employment Effects of Job Search Programmes: A Machine Learning Approach
M Knaus, M Lechner, A Strittmatter
Journal of Human Resources 57 (2), 597-636, 2022
1032022
Double Machine Learning based Program Evaluation under Unconfoundedness
MC Knaus
The Econometrics Journal 25 (3), 602-627, 2022
792022
A double machine learning approach to estimate the effects of musical practice on student’s skills
MC Knaus
Journal of the Royal Statistical Society: Series A (Statistics in Society …, 2021
482021
Effect or Treatment Heterogeneity? Policy Evaluation with Aggregated and Disaggregated Treatments
P Heiler, MC Knaus
arXiv preprint arXiv:2110.01427, 2021
392021
Work Hour Mismatch and Job Mobility: Adjustment Channels and Resolution Rates
MC Knaus, S Otterbach
Economic Inquiry 57 (1), 227-242, 2019
332019
For better or worse?–The effects of physical education on child development
MC Knaus, M Lechner, AK Reimers
Labour Economics 67, 101904, 2020
322020
Predicting match outcomes in football by an Ordered Forest estimator
D Goller, MC Knaus, M Lechner, G Okasa
A Modern Guide to Sports Economics, 335-355, 2021
52021
Swiss Active Labor Market Policy Evaluation Dataset
M Lechner, M Knaus, M Huber, M Frölich, S Behncke, G Mellace, ...
https://doi.org/10.23662/FORS-DS-1203-1, 2020
32020
How Does Post-Earnings Announcement Sentiment Affect Firms’ Dynamics? New Evidence from Causal Machine Learning
F Audrino, J Chassot, C Huang, M Knaus, M Lechner, JP Ortega
Journal of Financial Econometrics, nbac018, 2022
22022
Nachfrage II-Effekte durch das individuelle Sporttreiben
M Lechner, M Knaus, C Cabane
Hofmann 1 (190), 279-298, 2016
22016
On the Role of the Zero Conditional Mean Assumption for Causal Inference in Linear Models
F Crudu, MC Knaus, G Mellace, J Smits
arXiv preprint arXiv:2211.09502, 2022
12022
The effect of environmental policies on environmental behaviors and intrinsic motivation: evidence from the European Union
P Bonev, L Gorkun-Voevoda, MC Knaus
School of Economics and Political Science, Department of Economics …, 2022
2022
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